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A High Efficient Biological Language Model for Predicting Protein-Protein Interactions 期刊论文
CELLS, 2019, 卷号: 8, 期号: 2, 页码: 1-12
Authors:  Wang, YB (Wang, Yanbin)[ 1,2 ];  You, ZH (You, Zhu-Hong)[ 1 ];  Yang, S (Yang, Shan)[ 1,2 ];  Li, X (Li, Xiao)[ 1 ];  Jiang, TH (Jiang, Tong-Hai)[ 1 ];  Zhou, X (Zhou, Xi)[ 1 ]
Adobe PDF(1624Kb)  |  Favorite  |  View/Download:17/0  |  Submit date:2019/05/16
protein-protein interactions  bio-language processing  sentencepiece  convolution neural network  unigram language model  
基于深度学习的蛋白质相互作用预测研究 学位论文
, 北京: 中国科学院大学, 2018
Authors:  王延斌
Adobe PDF(2046Kb)  |  Favorite  |  View/Download:158/0  |  Submit date:2018/07/06
蛋白质相互作用  深度学习  长短时记忆模型  位置特异性打分矩阵  
PCVMZM: Using the Probabilistic Classification Vector Machines Model Combined with a Zernike Moments Descriptor to Predict Protein-Protein Interactions from Protein Sequences 期刊论文
INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2017, 卷号: 18, 期号: 5
Authors:  Wang, YB (Wang, Yanbin);  You, ZH (You, Zhuhong);  Li, X (Li, Xiao);  Chen, X (Chen, Xing);  Jiang, TH (Jiang, Tonghai);  Zhang, JT (Zhang, Jingting);  You, ZH
Adobe PDF(736Kb)  |  Favorite  |  View/Download:48/0  |  Submit date:2017/09/26
Proteins  Position-specific Scoring Matrix  Probabilistic Classification Vector Machines